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Who’s fit for the low-carbon transition? Emerging skills and wage gaps in job ad data

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  • Saussay, Aurelien
  • Sato, Misato
  • Vona, Francesco
  • O’Kane, Layla

Abstract

As governments worldwide increase their commitments to tackling climate change, the number of low-carbon jobs is expected to grow rapidly. Here we provide evidence on the characteristics of low-carbon jobs in the US using comprehensive online job postings data between 2010-2019. By accurately identifying low-carbon jobs and comparing them to similar jobs in the same occupational group, we show that low-carbon jobs differ from high-carbon or generic jobs in a number of important ways. Low-carbon jobs have higher skill requirements across a broad range of skills, especially technical ones. However, the wage premium for low-carbon jobs has declined over time and the geographic overlap between low- and high-carbon jobs is limited. Overall, our findings suggest there will be labour reallocation costs as workers transition into low-carbon activities. This suggests a role for targeted public investments in re-skilling to minimise transitional costs and ensure a workforce fit to deliver a rapid transition.

Suggested Citation

  • Saussay, Aurelien & Sato, Misato & Vona, Francesco & O’Kane, Layla, 2022. "Who’s fit for the low-carbon transition? Emerging skills and wage gaps in job ad data," LSE Research Online Documents on Economics 117253, London School of Economics and Political Science, LSE Library.
  • Handle: RePEc:ehl:lserod:117253
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    1. David H. Autor & David Dorn & Gordon H. Hanson, 2016. "The China Shock: Learning from Labor-Market Adjustment to Large Changes in Trade," Annual Review of Economics, Annual Reviews, vol. 8(1), pages 205-240, October.
    2. Consoli, Davide & Marin, Giovanni & Marzucchi, Alberto & Vona, Francesco, 2016. "Do green jobs differ from non-green jobs in terms of skills and human capital?," Research Policy, Elsevier, vol. 45(5), pages 1046-1060.
    3. Francesco Vona & Giovanni Marin & Davide Consoli & David Popp, 2018. "Environmental Regulation and Green Skills: An Empirical Exploration," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 5(4), pages 713-753.
    4. Filippo Bontadini & Francesco Vona, 2023. "Anatomy of Green Specialisation: Evidence from EU Production Data, 1995–2015," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 85(3), pages 707-740, August.
    5. repec:hal:spmain:info:hdl:2441/2vteelu0n785l82j764n6ul273 is not listed on IDEAS
    6. Azar, José & Marinescu, Ioana & Steinbaum, Marshall & Taska, Bledi, 2020. "Concentration in US labor markets: Evidence from online vacancy data," Labour Economics, Elsevier, vol. 66(C).
    7. Brad Hershbein & Lisa B. Kahn, 2018. "Do Recessions Accelerate Routine-Biased Technological Change? Evidence from Vacancy Postings," American Economic Review, American Economic Association, vol. 108(7), pages 1737-1772, July.
    8. Jeremy G. Weber, 2020. "How Should We Think about Environmental Policy and Jobs? An Analogy with Trade Policy and an Illustration from U.S. Coal Mining," Review of Environmental Economics and Policy, University of Chicago Press, vol. 14(1), pages 44-66.
    9. Marin, Giovanni & Vona, Francesco, 2019. "Climate policies and skill-biased employment dynamics: Evidence from EU countries," Journal of Environmental Economics and Management, Elsevier, vol. 98(C).
    10. Francesco Vona & Giovanni Marin & Davide Consoli & David Popp, 2018. "Environmental Regulation and Green Skills: An Empirical Exploration," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 5(4), pages 713-753.
    11. Hafstead, Marc A.C. & Williams, Roberton C., 2018. "Unemployment and environmental regulation in general equilibrium," Journal of Public Economics, Elsevier, vol. 160(C), pages 50-65.
    12. David Autor & David Dorn & Gordon Hanson, 2021. "On the Persistence of the China Shock," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 52(2 (Fall)), pages 381-476.
    13. Marin, Giovanni & Vona, Francesco, 2023. "Finance and the reallocation of scientific, engineering and mathematical talent," Research Policy, Elsevier, vol. 52(5).
    14. Morgenstern, Richard D. & Pizer, William A. & Shih, Jhih-Shyang, 2002. "Jobs Versus the Environment: An Industry-Level Perspective," Journal of Environmental Economics and Management, Elsevier, vol. 43(3), pages 412-436, May.
    15. Daron Acemoglu & David Autor & Jonathon Hazell & Pascual Restrepo, 2020. "AI and Jobs: Evidence from Online Vacancies," NBER Working Papers 28257, National Bureau of Economic Research, Inc.
    16. David H. Autor & Frank Levy & Richard J. Murnane, 2003. "The skill content of recent technological change: an empirical exploration," Proceedings, Federal Reserve Bank of San Francisco, issue Nov.
    17. Enghin Atalay & Phai Phongthiengtham & Sebastian Sotelo & Daniel Tannenbaum, 2020. "The Evolution of Work in the United States," American Economic Journal: Applied Economics, American Economic Association, vol. 12(2), pages 1-34, April.
    18. Giovanni Marin & Marianna Marino & Claudia Pellegrin, 2018. "The impact of the European Union Emission Trading Scheme on Multiple Measures of Economic Performance," Post-Print hal-01768870, HAL.
    19. Kahn, Matthew E. & Mansur, Erin T., 2013. "Do local energy prices and regulation affect the geographic concentration of employment?," Journal of Public Economics, Elsevier, vol. 101(C), pages 105-114.
    20. David J. Deming, 2017. "The Growing Importance of Social Skills in the Labor Market," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(4), pages 1593-1640.
    21. Becker Randy A & Shadbegian Ronald J, 2009. "Environmental Products Manufacturing: A Look inside the Green Industry," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 9(1), pages 1-25, March.
    22. repec:hal:spmain:info:hdl:2441/1fkb59dcsg9alqqq6qv18jj5us is not listed on IDEAS
    23. Francesco Vona, 2019. "Job losses and political acceptability of climate policies: why the ‘job-killing’ argument is so persistent and how to overturn it," Climate Policy, Taylor & Francis Journals, vol. 19(4), pages 524-532, April.
    24. W. Reed Walker, 2013. "The Transitional Costs of Sectoral Reallocation: Evidence From the Clean Air Act and the Workforce," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(4), pages 1787-1835.
    25. repec:hal:spmain:info:hdl:2441/6d7es28iae9pjoil7092hs41h3 is not listed on IDEAS
    26. David J Deming & Kadeem Noray, 2020. "Earnings Dynamics, Changing Job Skills, and STEM Careers," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(4), pages 1965-2005.
    27. Giovanni Marin & Marianna Marino & Claudia Pellegrin, 2018. "The Impact of the European Emission Trading Scheme on Multiple Measures of Economic Performance," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 71(2), pages 551-582, October.
    28. David Deming & Lisa B. Kahn, 2018. "Skill Requirements across Firms and Labor Markets: Evidence from Job Postings for Professionals," Journal of Labor Economics, University of Chicago Press, vol. 36(S1), pages 337-369.
    29. Ryan Hanna & Yangyang Xu & David G. Victor, 2020. "After COVID-19, green investment must deliver jobs to get political traction," Nature, Nature, vol. 582(7811), pages 178-180, June.
    30. Timothy J. Bartik, 2020. "Using Place-Based Jobs Policies to Help Distressed Communities," Journal of Economic Perspectives, American Economic Association, vol. 34(3), pages 99-127, Summer.
    31. Elliott, Robert J.R. & Lindley, Joanne K., 2017. "Environmental Jobs and Growth in the United States," Ecological Economics, Elsevier, vol. 132(C), pages 232-244.
    32. Davis, Steven J. & Faberman, R. Jason & Haltiwanger, John, 2012. "Labor market flows in the cross section and over time," Journal of Monetary Economics, Elsevier, vol. 59(1), pages 1-18.
    33. Filippo Bontadini & Francesco Vona, 2020. "Anatomy of Green Specialization: Evidence from EU Production Data, 1995-2015," Working Papers hal-03403070, HAL.
    34. Greg Muttitt & Sivan Kartha, 2020. "Equity, climate justice and fossil fuel extraction: principles for a managed phase out," Climate Policy, Taylor & Francis Journals, vol. 20(8), pages 1024-1042, September.
    35. repec:hal:spmain:info:hdl:2441/6m5kss847r91no96hiublu6anu is not listed on IDEAS
    36. Sanya Carley & David M. Konisky, 2020. "The justice and equity implications of the clean energy transition," Nature Energy, Nature, vol. 5(8), pages 569-577, August.
    37. Todd M. Gabe & Jaison R. Abel, 2012. "Specialized knowledge and the geographic concentration of occupations," Journal of Economic Geography, Oxford University Press, vol. 12(2), pages 435-453, March.
    38. Joseph E. Aldy, 2013. "Policy Monitor A Preliminary Assessment of the American Recovery and Reinvestment Act's Clean Energy Package -super-1," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 7(1), pages 136-155, January.
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    1. Chao, Chi-Chur & Trinh, Cong Tam & Nguyen, Xuan, 2023. "Carbon neutrality and wage inequality in a sustainable economy: New evidence from business dynamism," Economic Modelling, Elsevier, vol. 127(C).

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    More about this item

    JEL classification:

    • R14 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Land Use Patterns
    • J01 - Labor and Demographic Economics - - General - - - Labor Economics: General

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